{"package": "hqq", "summary": "Half-Quadratic Quantization (HQQ)", "pypi_url": "https://pypi.org/project/hqq", "piwheels_url": "https://www.piwheels.org/project/hqq", "releases": {"0.2.8.post1": {"released": "2025-10-20 15:38:39", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"hqq-0.2.8.post1-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/hqq/hqq-0.2.8.post1-py3-none-any.whl", "filehash": "a9266121d15998cb6d1e7d3446431e3e5375f9441e897c2d6961013b5849f607", "filesize": 68503, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": null, "apt_dependencies": [], "pip_dependencies": ["accelerate", "einops", "huggingface-hub", "numpy", "termcolor", "tqdm", "transformers"]}}}, "0.2.8": {"released": "2025-08-18 11:02:09", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"hqq-0.2.8-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/hqq/hqq-0.2.8-py3-none-any.whl", "filehash": "002fe1df59360d95b81a0d5d6d4a9ba328c727ad540c84baff837fe74f204779", "filesize": 68424, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": null, "apt_dependencies": [], "pip_dependencies": ["accelerate", "einops", "huggingface-hub", "numpy", "termcolor", "tqdm", "transformers"]}}}, "0.2.7.post1": {"released": "2025-06-12 15:16:58", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"hqq-0.2.7.post1-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/hqq/hqq-0.2.7.post1-py3-none-any.whl", "filehash": "49150757d1c31342436728a571cda198f13d2d0a6641eafb26521052f9c75d27", "filesize": 74691, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": null, "apt_dependencies": [], "pip_dependencies": ["accelerate", "einops", "huggingface-hub", "numpy", "termcolor", "tqdm", "transformers"]}}}, "0.2.7": {"released": "2025-06-02 08:02:50", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"hqq-0.2.7-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/hqq/hqq-0.2.7-py3-none-any.whl", "filehash": "f63a4efad36d3d32ee216f2237030069f5c438696a2fa2afac41b95dbfe3699a", "filesize": 74412, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": null, "apt_dependencies": [], "pip_dependencies": ["accelerate", "einops", "huggingface-hub", "numpy", "termcolor", "tqdm", "transformers"]}}}, "0.2.6": {"released": "2025-05-13 11:02:24", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"hqq-0.2.6-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/hqq/hqq-0.2.6-py3-none-any.whl", "filehash": "b0c06f674529a7b89683948154d59c67436430c04b81cd3aff1fe7683930da15", "filesize": 74128, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": null, "apt_dependencies": [], "pip_dependencies": ["accelerate", "einops", "huggingface-hub", "numpy", "termcolor", "tqdm", "transformers"]}}}, "0.2.5": {"released": "2025-03-17 15:20:01", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"hqq-0.2.5-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/hqq/hqq-0.2.5-py3-none-any.whl", "filehash": "84018f995c182ff9d6f977add79bc9adfb79129f152fee4e48ee5f7b151ba5eb", "filesize": 73574, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": null, "apt_dependencies": [], "pip_dependencies": ["accelerate", "einops", "huggingface-hub", "numpy", "termcolor", "tqdm", "transformers"]}}}, "0.2.3.post1": {"released": "2025-02-20 11:09:15", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"hqq-0.2.3.post1-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/hqq/hqq-0.2.3.post1-py3-none-any.whl", "filehash": "cd60c113f457478bcd946dba142fb9b9f31101d4e66f7bbf033e0eb036985648", "filesize": 73381, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": null, "apt_dependencies": [], "pip_dependencies": ["accelerate", "einops", "huggingface-hub", "numpy", "termcolor", "tqdm", "transformers"]}}}, "0.2.3": {"released": "2025-02-17 08:36:38", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"hqq-0.2.3-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/hqq/hqq-0.2.3-py3-none-any.whl", "filehash": "06536bc85896f7297207d98ad187bdceaf6eaeca02a100ba58766c579d042c1c", "filesize": 72852, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": null, "apt_dependencies": [], "pip_dependencies": ["accelerate", "einops", "huggingface-hub", "numpy", "termcolor", "tqdm", "transformers"]}}}, "0.2.2": {"released": "2024-09-12 15:21:17", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"hqq-0.2.2-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/hqq/hqq-0.2.2-py3-none-any.whl", "filehash": "f34b1c5efdc89b99ef05e1790af06121c6453fb61505ee0f10f0af99d1cbc470", "filesize": 66299, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": null, "apt_dependencies": [], "pip_dependencies": ["accelerate", "einops", "huggingface-hub", "numpy", "termcolor", "tqdm", "transformers"]}}}, "0.2.1.post1": {"released": "2024-09-03 14:28:19", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"hqq-0.2.1.post1-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/hqq/hqq-0.2.1.post1-py3-none-any.whl", "filehash": "4e4e7cda24d7119f3dee0735c0fbf8ab166fb16f9e897029f8ba4382c9fdbd11", "filesize": 65551, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": null, "apt_dependencies": [], "pip_dependencies": ["accelerate", "einops", "huggingface-hub", "numpy", "termcolor", "tqdm", "transformers"]}}}, "0.2.1": {"released": "2024-08-29 12:04:41", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"hqq-0.2.1-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/hqq/hqq-0.2.1-py3-none-any.whl", "filehash": "a40a7cec122421425afbf26a4f9122edf56e4a8f2a4d8c7293bb5746fc48a212", "filesize": 63657, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": null, "apt_dependencies": [], "pip_dependencies": ["accelerate", "einops", "huggingface-hub", "numpy", "termcolor", "tqdm", "transformers"]}}}, "0.2.0": {"released": "2024-08-28 09:58:16", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"hqq-0.2.0-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/hqq/hqq-0.2.0-py3-none-any.whl", "filehash": "31992eb90d424bc7377d6d459ebe1f085d10ded72934fff8dd854abb5496ef66", "filesize": 63461, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": null, "apt_dependencies": [], "pip_dependencies": ["accelerate", "einops", "huggingface-hub", "numpy", "termcolor", "tqdm", "transformers"]}}}, "0.1.8": {"released": "2024-07-11 11:57:52", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"hqq-0.1.8-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/hqq/hqq-0.1.8-py3-none-any.whl", "filehash": "d92870c99270df55063395ade3b1cadef1562cea776b9ecea8c28d532904f018", "filesize": 61847, "builder_abi": "cp39", "file_abi_tag": "none", "platform": "any", "requires_python": null, "apt_dependencies": [], "pip_dependencies": ["accelerate", "bitblas", "einops", "huggingface-hub", "numpy", "termcolor", "tqdm", "transformers"]}}}, "0.1.7.post3": {"released": "2024-05-28 07:44:38", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"hqq-0.1.7.post3-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/hqq/hqq-0.1.7.post3-py3-none-any.whl", "filehash": "6e076f1d8f42718e48ab5f7927fbf4340aa1d3a53abde273edee4015283a9f63", "filesize": 59173, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": null, "apt_dependencies": [], "pip_dependencies": ["accelerate", "einops", "huggingface-hub", "numpy", "termcolor", "tqdm", "transformers"]}}}, "0.1.7.post2": {"released": "2024-05-06 16:38:11", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"hqq-0.1.7.post2-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/hqq/hqq-0.1.7.post2-py3-none-any.whl", "filehash": "0f467615e5cbdff589ebe45e048419b4f6eb47275327c9383eee63cdb6b6b43e", "filesize": 58550, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": null, "apt_dependencies": [], "pip_dependencies": ["accelerate", "einops", "huggingface-hub", "numpy", "termcolor", "tqdm", "transformers"]}}}, "0.1.7.post1": {"released": "2024-05-03 14:45:18", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"hqq-0.1.7.post1-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/hqq/hqq-0.1.7.post1-py3-none-any.whl", "filehash": "68eb285405c449342e0d636da613729abe4974ceda39bf130bf7d7d0d91b6bb3", "filesize": 58085, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": null, "apt_dependencies": [], "pip_dependencies": ["accelerate", "einops", "huggingface-hub", "numpy", "termcolor", "tqdm", "transformers"]}}}, "0.1.7": {"released": "2024-04-24 08:56:44", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"hqq-0.1.7-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/hqq/hqq-0.1.7-py3-none-any.whl", "filehash": "a3d0264d0faadf4886d9f3ac5d14e7eadfdaf7ee2b1c25c26ab1dc69c2b5037b", "filesize": 57935, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": null, "apt_dependencies": [], "pip_dependencies": ["accelerate", "einops", "huggingface-hub", "numpy", "termcolor", "tqdm", "transformers"]}}}, "0.1.6.post2": {"released": "2024-03-19 18:15:30", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"hqq-0.1.6.post2-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/hqq/hqq-0.1.6.post2-py3-none-any.whl", "filehash": "bd379e009a645cd251df5c7d75c4ddf00091b68ec51e83a4677a0eb15117e211", "filesize": 46437, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": null, "apt_dependencies": [], "pip_dependencies": ["accelerate", "huggingface-hub", "numpy", "termcolor", "timm", "tqdm", "transformers"]}}}, "0.1.6.post1": {"released": "2024-03-19 15:05:08", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"hqq-0.1.6.post1-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/hqq/hqq-0.1.6.post1-py3-none-any.whl", "filehash": "f51f69c8249578148c108b29d8702db88e6b52e4d4c4b228cf9d2c8a733e4ace", "filesize": 41988, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": null, "apt_dependencies": [], "pip_dependencies": ["accelerate", "huggingface-hub", "numpy", "termcolor", "timm", "tqdm", "transformers"]}}}, "0.1.5": {"released": "2024-03-01 10:51:37", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"hqq-0.1.5-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/hqq/hqq-0.1.5-py3-none-any.whl", "filehash": "2cab633938e58fd31e0189084151b9beebe6563a80585a483a7d53ddbce23032", "filesize": 42638, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": null, "apt_dependencies": [], "pip_dependencies": ["accelerate", "huggingface-hub", "numpy", "termcolor", "timm", "tqdm", "transformers"]}}}, "0.1.4": {"released": "2024-02-28 09:54:11", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"hqq-0.1.4-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/hqq/hqq-0.1.4-py3-none-any.whl", "filehash": "11819f7b159ad7ddd888c8c159c97c3ae68d9bf83deceaf76073007a22019eaf", "filesize": 37584, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": null, "apt_dependencies": [], "pip_dependencies": ["accelerate", "huggingface-hub", "numpy", "termcolor", "timm", "tqdm", "transformers"]}}}, "0.1.3.post1": {"released": "2024-02-20 16:38:54", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"hqq-0.1.3.post1-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/hqq/hqq-0.1.3.post1-py3-none-any.whl", "filehash": "4fe7ae1299fde44bcac519d1565255f965c8d18274ae3f0886f3444d511484d1", "filesize": 37541, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": null, "apt_dependencies": [], "pip_dependencies": ["accelerate", "huggingface-hub", "numpy", "termcolor", "timm", "tqdm", "transformers"]}}}, "0.1.3": {"released": "2024-02-12 16:55:18", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"hqq-0.1.3-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/hqq/hqq-0.1.3-py3-none-any.whl", "filehash": "abcc85fcab171f165833d05bb84726086a360015d88a2a40bdaac0f4dc6c8ab7", "filesize": 37063, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": null, "apt_dependencies": [], "pip_dependencies": ["accelerate", "huggingface-hub", "numpy", "termcolor", "timm", "tqdm", "transformers"]}}}, "0.1.2.post1": {"released": "2024-01-18 11:20:27", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"hqq-0.1.2.post1-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/hqq/hqq-0.1.2.post1-py3-none-any.whl", "filehash": "b46cee2ac9645b302d77105c5d5b5bca07b70e465bb3b4a739727f048d363db2", "filesize": 33640, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": null, "apt_dependencies": [], "pip_dependencies": ["accelerate", "huggingface-hub", "numpy", "termcolor", "timm", "tqdm", "transformers"]}}}, "0.1.2": {"released": "2024-01-08 17:18:13", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"hqq-0.1.2-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/hqq/hqq-0.1.2-py3-none-any.whl", "filehash": "0267588bb65e700a15e988beaecbba3ed514760ffb3e65fc1c458c28918bb86c", "filesize": 33553, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": null, "apt_dependencies": [], "pip_dependencies": ["accelerate", "huggingface-hub", "numpy", "termcolor", "timm", "tqdm", "transformers"]}}}, "0.1.1.post1": {"released": "2023-12-20 11:29:23", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"hqq-0.1.1.post1-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/hqq/hqq-0.1.1.post1-py3-none-any.whl", "filehash": "36a2c87fc11ca3bb5af1c84b8abba79cdb8ad1d755d04e046dfcae223f4f0bc8", "filesize": 28828, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": null, "apt_dependencies": [], "pip_dependencies": ["accelerate", "huggingface-hub", "numpy", "termcolor", "timm", "tqdm", "transformers"]}}}, "0.1.1": {"released": "2023-12-18 12:54:42", "prerelease": false, "yanked": false, "skip_reason": "", "files": {"hqq-0.1.1-py3-none-any.whl": {"file_url": "https://archive1.piwheels.org/simple/hqq/hqq-0.1.1-py3-none-any.whl", "filehash": "e54ab9551b7df9af91b49de5c68cdc42d85262ac6fdd1bb466399c15c2b1a3e0", "filesize": 28767, "builder_abi": "cp311", "file_abi_tag": "none", "platform": "any", "requires_python": null, "apt_dependencies": [], "pip_dependencies": ["accelerate", "huggingface-hub", "numpy", "termcolor", "timm", "torch", "tqdm", "transformers"]}}}}}